Comments (5)
@toy101 Hello! CRR is now available in the master branch.
https://github.com/takuseno/d3rlpy/blob/master/d3rlpy/algos/crr.py
Unlike the original paper, d3rlpy does not currently support categorial distributional Q function whereas d3rlpy supports other distributional Q functions such as Quantile Regression. The categorical distributional Q function will be supported later.
from d3rlpy.
@toy101 Thanks for your request! I'll support this method since the CRR is one of the method that frequently appears in recent papers. I believe this will be available in the next release.
from d3rlpy.
Thank you very much!!
I look forward to releasing the next version!
from d3rlpy.
@toy101 Hello, I've made up a draft CRR implementation.
696a9bc
I'll keep working on crr branch since there are still some missing features such as CWP.
from d3rlpy.
Thank you!
I'll try to get it running right away!
Thank you so much for implementing this!
from d3rlpy.
Related Issues (20)
- [BUG] Scorer freezes HOT 3
- [BUG] Error for `gym` with version 0.26.2 HOT 2
- [QUESTION] Using n_frames for Tabular data HOT 2
- How can I accelerate my training [HELP] HOT 2
- [BUG] Question / Possible bug - observation data changing when loaded into TransitionMiniBatch() HOT 9
- [BUG] CQL Crashing HOT 3
- [Question] Question about log parameters HOT 2
- [BUG] current overwriting of transitions in the buffer causes problems in to_mdp_dataset() HOT 6
- [QUESTION] Early stopping HOT 2
- [REQUEST] Vectorized / multiple env support HOT 2
- [BUG] Error in fitted q evaluation example HOT 3
- [REQUEST] How can I use Transformer to be a Encoder? HOT 3
- [QUESTION] What's meaning about discounted_sum_of_advantage_scorer? HOT 3
- [REQUEST] Adding Cal-QL HOT 2
- [Question] - Increasing model capacity HOT 2
- Models' Logits return, HOT 2
- [Question] How to append online transitions with pre-existing d4rl buffer in finetuning training? HOT 10
- [REQUEST] For next release, add the option to specify the ensemble reduction method as parameter of QFunc Factory
- Discrete version of MOPO / COMBO
- [REQUEST] Multi dimensional action space HOT 9
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from d3rlpy.